What is opportunity-assessment?

A command that turns discovery-meeting transcripts or notes into maps of business processes and a ranked list of improvement opportunities. A process map shows how work currently moves from one step to the next.

Use it to analyze a client discovery meeting, choose quick or detailed analysis, validate the findings, and produce JSON, Markdown, or Notion outputs.

It organizes unstructured meeting information while requiring claims to be checked against the source. This makes it easier to separate quick improvements from larger or later projects.

opportunity-assessment — Command for Claude Code by Arise-AI-Group

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/Arise-AI-Group/lead-management-plugin

Made for: Claude Code.

Or install lead-management, the plugin that ships this one along with the rest of its 7 commands, 5 MCP servers, 1 plugin.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/commands/arise-ai-group/lead-management-plugin/opportunity-assessment/github.svg)](https://agentmods.dev/commands/arise-ai-group/lead-management-plugin/opportunity-assessment)

Your own site

<a href="https://agentmods.dev/commands/arise-ai-group/lead-management-plugin/opportunity-assessment"><img src="https://agentmods.dev/badge/commands/arise-ai-group/lead-management-plugin/opportunity-assessment/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/commands/arise-ai-group/lead-management-plugin/opportunity-assessment"><img src="https://agentmods.dev/badge/commands/arise-ai-group/lead-management-plugin/opportunity-assessment.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 933 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00933
Opus 5	$0.00000	$0.00466
Sonnet 5	$0.00000	$0.00187
Haiku 4.5	$0.00000	$0.00093

Measured 10d ago against content hash bbef1cd9afbd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

opportunity-assessment scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

commands/opportunity-assessment.md · 153 lines

How it starts

The opening of the file, as written. The whole thing — 153 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Command: opportunity-assessment

Purpose

Transform discovery meeting transcripts into structured business process maps and opportunity matrices with strict anti-hallucination rules.

Usage

/opportunity-assessment [client-name] [options]

Options

--source: transcript|notes|fireflies-url|manual (default: auto-detect)
--output: json|markdown|notion (default: markdown)
--depth: quick|standard|comprehensive (default: standard)
--validate: true|false (default: true)

Examples

Basic Assessment

/opportunity-assessment acme-corp

Processes ACME Corp discovery transcript with standard depth

With Fireflies URL

/opportunity-assessment acme-corp --source https://fireflies.ai/meeting/abc123

Pulls specific Fireflies transcript

Quick Assessment

/opportunity-assessment client --depth quick

20-minute fast assessment focusing on top opportunities

Direct to Notion

/opportunity-assessment client --output notion

Saves outputs directly to Notion client workspace

Outputs

audit.json - Structured assessment data
opportunity-matrix.md - Prioritized opportunities (Quick Wins → Strategic → Later)
process-map.md - Current-state business processes
discovery-unknowns.md - Follow-up questions for missing data

Anti-Hallucination Rules

CRITICAL: This command enforces strict data integrity:

Never fabricates numbers (dollars, hours, percentages)
Never extrapolates metrics from qualitative statements
Uses NULL or UNKNOWN for missing data
All pain points must be direct quotes
Quality gate: "Can I point to where client said this?"

Integration

Input Sources

Fireflies transcripts (via MCP)
Notion meeting notes (via MCP)
Local files in active-projects/[client]/meetings/
Manual transcript input

Output Destinations

Notion client workspace (via MCP)
Local markdown files
Slack notification (via MCP)

Workflow Integration

graph LR
    discovery-prep --> opportunity-assessment
    post-call-followup --> opportunity-assessment
    opportunity-assessment --> proposal-assembly
    opportunity-assessment --> contract-management

Read the full file on GitHub · 153 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

10d ago First seen · 153 lines · 0 tokens per session scan A bbef1cd9afbd

Subscribe to this mod's changes

opportunity-assessment is a command published in the GitHub repository Arise-AI-Group/lead-management-plugin (7 stars, last pushed 7mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 933 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Analytics and metrics Planning

opportunity-assessment